Conference Sessions
Regular Session
M‑1: Regular Session/Behavior and Demand — Milos Balac
Submission: Dynamic Demand Estimation for Single-Ride AMoD and Fleet Size Optimization for Pooled AMoD across the Globe
Presenter: Milos Balac
Authors: Milos Balac (IVT, ETHZ)*; Sebastian Hörl (IVT, ETHZ); Kay W. Axhausen (IVT, ETH)
M‑3: Regular Session/Implication of Automated Vehicles — Qida Su
Submission: On the Build-Operate-Transfer Projects of Automated Roadways
Presenter: Qida Su
Authors: Qida Su (Nanyang Technological University)*; David Z. W. Wang (Nanyang Technological University)
M‑2: Regular Session/Emerging Mobility — Francisco Calderon
Submission: On the Generality of Emerging Mobility Services’ Operational Processes
Presenter: Francisco Calderon
Authors: Francisco Calderón Peralvo (University of Toronto)*; Eric Miller (University of Toronto)
M‑4: Regular Session/Traffic Control and Management — Michael Levin
Submission: Max-Pressure Signal Control with Cyclical Phase Structure
Presenter: Michael Levin
Authors: Michael W. Levin (University of Minnesota)*
M‑1: Regular Session/Behavior and Demand — Eric Miller
Submission: A Tour-Based Transit Station Auto Access-Egress Model
Presenter: Eric Miller
Authors: Eric Miller (University of Toronto)*; James Vaughan (University of Toronto)
M‑3: Regular Session/Implication of Automated Vehicles — Fatemeh Fakhrmoosavi
Submission: Incorporating a Mixed Fleet of Autonomous, Connected, and Human-Driven Vehicles into a Mesoscopic Simulation Tool Considering Network Capacity Variations with Heterogeneous Drivers
Presenter: Fatemeh Fakhrmoosavi
Authors: Fatemeh Fakhrmoosavi (Michigan State University); Ramin Saedi (Michigan State University); Ali Zockaie (Michigan State University)*; Alireza Talebpour (University of Illinois at Urbana-Champaign)
M‑2: Regular Session/Emerging Mobility — Xiaohui Liu
Submission: A Data-Driven Approach to Manage the Curbside Ride-Hailing Pick-ups and Drop-offs
Presenter: Xiaohui Liu
Authors: Xiaohui Liu (The Hong Kong Polytechnic University); Lei Xu (Shenzhen Research Institute of Big Data); Sean Qian (Carnegie Mellon University); Wei Ma (The Hong Kong Polytechnic University)*
M‑4: Regular Session/Traffic Control and Management — Toru Seo
Submission: Evaluation of Large-Scale Complete Vehicle Trajectories Dataset on Two Kilometers Highway Segment for One Hour Duration: Zen Traffic Data
Presenter: Toru Seo
Authors: Toru Seo (The University of Tokyo)*; Yusuke Tago (Regional Futures Research Center); Norihito Shinkai (Regional Futures Research Center); Masakazu Nakanishi (Regional Futures Research Center); Jun Tanabe (Regional Futures Research Center); Daisuke Ushirogochi (Omron Social Solutions Co.,Ltd); Shota Kanamori (Omron Social Solutions Co.,Ltd); Atsushi Abe (Omron Social Solutions Co.,Ltd); Takashi Kodama (Hanshin Expressway Company Limited); Satoshi Yoshimura (Hanshin Expressway Company Limited); Masaaki Ishihara (Hanshin Expressway Company Limited); Wataru Nakanishi (Tokyo Institute of Technology)
M‑1: Regular Session/Behavior and Demand — Abolfazl (Kouros) Mohammadian
Submission: Complexity of Travel-Based Multitasking and Its Association to Latent Lifestyles
Presenter: Abolfazl (Kouros) Mohammadian
Authors: Ali Shamshiripour (UIC)*; Ehsan Rahimi (UIC); Abolfazl (Kouros) Mohammadian (UIC); Joshua Auld (Argonne National Laboratory )
M‑3: Regular Session/Implication of Automated Vehicles — Zhaocai Liu
Submission: Network User Equilibrium Problems with Infrastructure-Enabled Autonomy
Presenter: Zhaocai Liu
Authors: Zhaocai Liu (USU); Zhibin Chen (NYU Shanghai); Yi He (USU); Ziqi Song (USU)*
M‑2: Regular Session/Emerging Mobility — Bangyang Wei
Submission: Temporal Capacity Allocation and Tolling Schemes for Morning Commute with Carpooling
Presenter: Bangyang Wei
Authors: Bangyang Wei (University of New South Wales); Wei Liu (University of New South Wales)*; meead saberi (University of New South Wales); Fangni Zhang (UNSW Sydney); Travis Waller (University of New South Wales)
M‑4: Regular Session/Traffic Control and Management — Qiong Tian
Submission: Traffic Light Control Strategy Based on Macroscopic Fundamental Diagram
Presenter: Qiong Tian
Authors: Qiong Tian (Beihang University)*
M‑1: Regular Session/Behavior and Demand — Wataru Nakanishi
Submission: Application of Eigenvector Spatial Filtering to Travel Destination Choice Model: A Case Study of Municipality-Size Choice in Hokkaido Island, Japan
Presenter: Wataru Nakanishi
Authors: Wataru Nakanishi (Tokyo Institute of Technology)*; Hiromichi Yamaguchi (Kanazawa University)
M‑3: Regular Session/Implication of Automated Vehicles — Carol Flannagan
Submission: Urban Taxi vs Non-taxi Crashes: Implications for Automated Vehicles in the Rideshare Environment
Presenter: Carol Flannagan
Authors: Aditi Misra (University of Michigan)*; Andrew Leslie (University of Michigan); Carol Flannagan (University of Michigan, Transport Research Institute)
M‑2: Regular Session/Emerging Mobility — Zhengfei Zheng
Submission: The Critical Passenger Mass for Achieving a Societally Beneficial Ride-Splitting Program
Presenter: Zhengfei Zheng
Authors: Jintao Ke (Hong Kong University of Science and Technology)*; Hai Yang (Hong Kong University of Science and Technology); Zhengfei Zheng (Hong Kong University of Science and Technology)
M‑4: Regular Session/Traffic Control and Management — Monika Filipovska
Submission: A Priori and Adaptive Reliable Routing in Stochastic Dynamic Networks with Correlations
Presenter: Monika Filipovska
Authors: Monika Filipovska (Northwestern University); Hani S. Mahmassani (Northwestern University)*
T‑4: Regular Session/Behavior — Mingyou Ma
Submission: Quantifying Day-to-Day Evolution of Choice Patterns in Public Transit System with Smart Transit Card Data
Presenter: Mingyou Ma
Authors: Mingyou Ma (UNSW Sydney)*; Wei Liu (University of New South Wales); Xinwei Li (Beihang University); Fangni Zhang (UNSW Sydney); Sisi Jian (); Vinayak Dixit (UNSW)
T‑1: Regular Session/Emerging Mobility — Yingyan Lou
Submission: Congestion Mitigation for Planned Special Event: Smart Parking, Ride-Sharing Drop-off Locations and Network Configuration
Presenter: Yingyan Lou
Authors: Jun Xiao (Arizona State University); Yingyan Lou (Arizona State University)*
T‑2: Regular Session/Freight — Tanvir Ahamed
Submission: Deep Reinforcement Learning for Crowdsourced Urban Delivery: System States Characterization, Heuristics-guided Action Choice, and Rule-Interposing Integration
Presenter: Tanvir Ahamed
Authors: Tanvir Ahamed (University of Illinois at Chicago); Bo Zou (University of Illinois at Chicago)*; Nahid Farazi (University of Illinois at Chicago); Theja Tulabandhula (UIC)
T‑3: Regular Session/Data — Zijian Hu
Submission: Self-Calibration of Traffic Surveillance Camera Systems for Traffic Density Estimation on Urban Roads
Presenter: Zijian Hu
Authors: Zijian Hu (The Hong Kong Polytechnic University); Wei Ma (The Hong Kong Polytechnic University)*; William Lam (The Hong Kong Polytechnic University); S. C. Wong (The University of Hong Kong); Andy Chow (City University of Hong Kong)
T‑4: Regular Session/Behavior — Hebert Azevedo-Sa
Submission: Using Trust in Automation to Enhance Driver-(Semi)AutonomousVehicle Interaction and Improve Team Performance
Presenter: Hebert Azevedo-Sa
Authors: Hebert Azevedo Sa (University of Michigan)*
T‑1: Regular Session/Emerging Mobility — Amirmahdi Tafreshian
Submission: Proactive Vehicle Dispatching in Large-Scale Ride-Sourcing Systems
Presenter: Amirmahdi Tafreshian
Authors: Amirmahdi Tafreshian (University of Michigan)*; Mojtaba Abdolmaleki (University of Michigan); Neda Masoud (University of Michigan); Huizhu Wang (Ford Motor Company)
T‑2: Regular Session/Freight — Sudheer Ballare
Submission: A Many-to-Many Vehicle Routing Problem with Split Loads
Presenter: Sudheer Ballare
Authors: Jane Lin (University of Illinois at Chicago)*; Sudheer Ballare (University of Illinois at Chicago)
T‑3: Regular Session/Data — Ang Li
Submission: Within-Day Prediction of Path Travel Times with Use of Multi-Source of Traffic Data
Presenter: Ang Li
Authors: Ang Li (The Hong Kong Polytechnic University)*; William Lam (The Hong Kong Polytechnic University); Renxin Zhong (Sun Yat-sen University)
T‑4: Regular Session/Behavior — Ragavendran Gopalakrishnan
Submission: Behavioral Models of Users in Ride-Sharing
Presenter: Ragavendran Gopalakrishnan
Authors: Theja Tulabandula (University of Illinois at Chicago)*; Ragavendran Gopalakrishnan (Queens University)
T‑1: Regular Session/Emerging Mobility — Kenan Zhang
Submission: A General Spatiotemporal Equilibrium Model of Ride-Hail Market
Presenter: Kenan Zhang
Authors: Yu (Marco) Nie (Northwestern University)*; Kenan Zhang (Northwestern University)
T‑2: Regular Session/Freight — Mausam Duggal
Submission: Unknown to Known: Predicting Truck GPS Commodity Using Machine Learning
Presenter: Mausam Duggal
Authors: Mausam Duggal (WSP); Bryce W Sharman (WSP)*; Rick Donnelly (WSP); Matthew Roorda (University of Toronto); Sundar Damodaran (Ministry of Transportation of Ontario); Shan Sureshan (Ministry of Transportation of Ontario)
T‑3: Regular Session/Data — Di Yang
Submission: Exploring the Possibility of Outlier Detection Using Functional Data Analysis for Proactive Safety Management
Presenter: Di Yang
Authors: Di Yang (New York University)*; Kaan Ozbay (New York University); Kun Xie (Old Dominion University); Hong Yang (Old Dominion University); Fan Zuo (New York University); Di Sha (New York University)
T‑4: Regular Session/Behavior — Zhengtian Xu
Submission: Understanding Ride-Sourcing Drivers’ Customer-Search Behavior
Presenter: Zhengtian Xu
Authors: Junji Urata (University of Michigan)*; Jintao Ke (Hong Kong University of Science and Technology); Zhengtian Xu (University of Michigan); Guojun Wu (Worcester Polytechnic Institute); Yafeng Yin (University of Michigan); Hai Yang (Hong Kong University of Science and Technology); Jieping Ye (Didi Chuxing)
T‑1: Regular Session/Emerging Mobility — Min Xu
Submission: Addressing the Fleet Sizing Problem for Shared-and-Autonomous-Mobility Services
Presenter: Min Xu
Authors: Min Xu (The Hong Kong Polytechnic University)*
T‑2: Regular Session/Freight — Guoqing Zhang
Submission: An Integrated Location-Inventory Model for the Healthcare Supply Network under Stochastic Demands
Presenter: Guoqing Zhang
Authors: Guoqing Zhang (University of Windsor)*; Mohammed Almanaseer (University of Windsor); Xiaoting Shang (University of Windsor)
T‑3: Regular Session/Data — Xiangyang Guan
Submission: Correcting Biases in Using Emerging Big Data for Mobility Research: A Likelihood-Based Approach
Presenter: Xiangyang Guan
Authors: Xiangyang Guan (University of Washington)*; Cynthia Chen (University of Washington); Shuai Huang (University of Washington)
W‑1: Regular Session/Connected and Automated Vehicles — Yingyan Lou
Submission: How Small Can Headways Be in Platoons of Connected Autonomous Vehicles?
Presenter: Yingyan Lou
Authors: Yingyan Lou (Arizona State University)*
W‑2: Regular Session/Traffic Operations — David Hale
Submission: A Methodology for Trajectory-Based Calibration of Microsimulation Models
Presenter: David Hale
Authors: David K. Hale (Leidos, Inc.)*; Xiaopeng Li (University of South Florida); Amir Ghiasi (Leidos, Inc.); Dongfang Zhao (University of South Florida)
W‑3: Regular Session/Data-Informed Decision Making — Shogo Umeda
Submission: Risk Evaluation of Anomaly Event Occurrence Using Probe Vehicle Data
Presenter: Shogo Umeda
Authors: Shogo Umeda (Tohoku University)*; Yosuke Kawasaki (Tohoku University); Masao Kuwahara (Tohoku University)
W‑4: Regular Session/Shared Mobility — Jintao Ke
Submission: Online Optimization and Offline Learning for On-Demand Matching in Ride-Sourcing Services
Presenter: Jintao Ke
Authors: Xiaoran Qin (Hong Kong University of Science and Technology); Jintao Ke (Hong Kong University of Science and Technology)*; Wei Liu (University of New South Wales); Hai Yang (Hong Kong University of Science and Technology)
W‑1: Regular Session/Connected and Automated Vehicles — Tamas Molnar
Submission: On-Board Traffic Prediction Via V2X Connectivity
Presenter: Tamas Molnar
Authors: Tamas G. Molnar (University of Michigan)*; Devesh Upadhyay (Ford Motor Co.); Michael Hopka (Ford Motor Co.); Michiel Van Nieuwstadt (Ford Motor Co.); Gabor Orosz (University of Michigan)
W‑2: Regular Session/Traffic Operations — Ali Zockaie
Submission: Investigating Weather Impacts on Network-Wide Traffic Flow Relationships
Presenter: Ali Zockaie
Authors: Ramin Saedi (Michigan State University); Ali Zockaie (Michigan State University)*
W‑3: Regular Session/Data-Informed Decision Making — Jiqian Dong
Submission: Lane-Change Decisions of Connected Autonomous Vehicles Using Spatially-Weighted Information and Deep Reinforcement Learning
Presenter: Jiqian Dong
Authors: Jiqian Dong (Purdue University); Sikai Chen (Purdue University)*; Paul (Young Joun) Ha (Purdue University); Runjia Du (Purdue University); Yujie Li (Southeast University); Samuel Labi (Purdue University)
W‑4: Regular Session/Shared Mobility — Ester Lorente
Submission: An Agent-based Simulation Model for Intermodal Assignment of Public Transport and Ride Pooling Services
Presenter: Ester Lorente
Authors: Ester Lorente (PTV Group)*; Jaime Barcelo (Tech. Univ. of Catalunya); Esteve Codina (Universitat Politècnica de Catalunya); Klaus Nökel (PTV Group)
W‑1: Regular Session/Connected and Automated Vehicles — Xiaopeng Li
Submission: Vehicle Trajectory Optimization at a Signalized Intersection in Mixed Traffic: Model and Field Experiments
Presenter: Xiaopeng Li
Authors: Zhen Wang (Chang'an Univeristy)*; Xiaopeng Li (University of South Florida); Xiangmo Zhao (Changan University); Zhigang Xu (Chang'an University)
W‑2: Regular Session/Traffic Operations — Daniel Bramich
Submission: FitFun: Improved noise models for Fundamental Diagrams
Presenter: Daniel Bramich
Authors: Dan Bramich (New York University Abu Dhabi)*; Monica Menendez (New York University Abu Dhabi); Lukas Ambuhl (ETH Zurich)
W‑3: Regular Session/Data-Informed Decision Making — Matthew Daus
Submission: Big Data Transportation Data Access & Privacy in a Multi-Modal Autonomous & Connected World
Presenter: Matthew Daus
Authors: Matthew W. Daus (CCNY/UTRC)*
W‑4: Regular Session/Shared Mobility — Xiaolin Cai
Submission: Modeling and Simulation of Potential Use-Cases for Shared Mobility Services in the City of Ann Arbor
Presenter: Xiaolin Cai
Authors: Richard Twumasi-Boakye (Ford Motor Company)*; Xiaolin Cai (Ford Motor Company); James Fishelson (Ford Motor Company)
W‑1: Regular Session/Connected and Automated Vehicles — Jiaqi Ma
Submission: DTEM: Dynamic Traffic Environment Mapping for Connected and Automated Traffic Control
Presenter: Jiaqi Ma
Authors: Tao Li (University of Cincinnati); Jiaqi Ma (University of California, Los Angeles)*
W‑3: Regular Session/Data-Informed Decision Making — Yiyang Wang
Submission: Real-Time Sensor Anomaly Detection and Recovery in Connected Automated Vehicle Sensors
Presenter: Yiyang Wang
Authors: Yiyang Wang (University of Michigan)*; Neda Masoud (University of Michigan); Anahita Khojandi (University of Tennessee)
W‑4: Regular Session/Shared Mobility — Nicholas Caros
Submission: Leveraging Destination Flexibility to Increase Ridesharing Participation: An Integrated Model and Case Study
Presenter: Nicholas Caros
Authors: Nicholas Caros (MIT); Jinhua Zhao (MIT)*
Th‑1: Regular Session/Electrification — Lili Du
Submission: A Commercial Charging-as-a-Service Platform for Emerging Mobile EV to EV Charging Service
Presenter: Lili Du
Authors: Jiahua Qiu (University of Florida); Lili Du (University of Florida)*
Th‑2: Regular Session/Implication of Automated Vehicles — Tony (Yoon-Dong) Lee
Submission: Developing and Simulating Pedestrian-Related Corner Case Scenarios for Autonomous Vehicles Testing
Presenter: Tony (Yoon-Dong) Lee
Authors: Tony Lee (University of Michigan); Shan Bao (University of Michigan)*
Th‑3: Regular Session/Behavior and Demand — Wenwen Zhang
Submission: Machine Learning Based Microsimulation Approach for the Spatial Distributions of Automated Vehicle Preferences
Presenter: Wenwen Zhang
Authors: Wenwen Zhang (Virginia Tech)*; Kaidi Wang (Virginia Tech); Sicheng Wang (Rutgers University); Zhiqiu Jiang (University of Virginia); Andrew Mondschein (University of Virginia); Robert B. Noland (Rutgers University)
Th‑4: Regular Session/Transportation Network Modeling — Noriko Kaneko
Submission: Optimal Congestion Tolling Problem under the Markovian Traffic Equilibrium
Presenter: Noriko Kaneko
Authors: Noriko Kaneko (ex Tokyo Institute of Technology); Daisuke Fukuda (Tokyo Institute of Technology)*; Qian Ge (Southwest Jiaotong University)
Th‑1: Regular Session/Electrification — Eleftheria Kontou
Submission: Alternative Fuel Vehicles Evacuation Planning: Modeling and Numerical Experiments
Presenter: Eleftheria Kontou
Authors: Denissa Purba (University of Illinois at Urbana-Champaign); Eleftheria Kontou (University of Illinois at Urbana-Champaign)*; Chrysafis Vogiatzis (University of Illinois at Urbana-Champaign)
Th‑2: Regular Session/Implication of Automated Vehicles — Suresh Kumaar Jayaraman
Submission: Automated Vehicle Behavior Design for Pedestrian Interactions at Unsignalized Crosswalks
Presenter: Suresh Kumaar Jayaraman
Authors: Suresh Kumaar Jayaraman (University of Michigan)*
Th‑3: Regular Session/Behavior and Demand — Shenhao Wang
Submission: Theory-Based Residual Neural Networks: A Synergy of Discrete Choice Models and Deep Neural Networks
Presenter: Shenhao Wang
Authors: Shenhao Wang (MIT)*; Baichuan Mo (MIT); Jinhua Zhao (MIT)
Th‑4: Regular Session/Transportation Network Modeling — Timothy Tay
Submission: A Gaussian Process Approach for High-Dimensional Simulation-Based Transportation Optimization
Presenter: Timothy Tay
Authors: Timothy Tay (MIT)*; Carolina Osorio (MIT)
Th‑1: Regular Session/Electrification — Mohammadreza Kavianipour
Submission: Charging Infrastructure Planning in Urban Networks Considering Detour and Queuing Delay
Presenter: Mohammadreza Kavianipour
Authors: Mohammadreza Kavianipour (Michigan State University); Fatemeh Fakhrmoosavi (Michigan State University); Mehrnaz Ghamami (Micigan Satate University); Ali Zockaie (Michigan State University)*
Th‑2: Regular Session/Implication of Automated Vehicles — Xiangdong Chen
Submission: Rhythmic Control at Intersection: Concept and Properties
Presenter: Xiangdong Chen
Authors: Xiangdong Chen (Tsinghua University); Meng Li (Tsinghua University); Xi Lin (Tsinghua University); Yafeng Yin (University of Michigan); Fang He (Tsinghua University)*
Th‑3: Regular Session/Behavior and Demand — Reza Ansari
Submission: Propagation Prediction in Urban Road Network During Accident
Presenter: Reza Ansari
Authors: Reza Ansari Esfe (Univeristy of Calgary)*; Lina Kattan (University of Calgary); Mohammad Ansari Esfeh (University of Calgary)
Th‑4: Regular Session/Transportation Network Modeling — Daisik Nam
Submission: A Model for System Optimum Dynamic Traffic Assignment with Minimum-Envy Allocations
Presenter: Daisik Nam
Authors: Daisik Nam (University of California, Irvine)*; R. Jayakrishnan (University of California, Irvine)
Th‑1: Regular Session/Electrification — Xindi Tang
Submission: Online Operations of Automated Electric Taxi Fleets: An Advisor-student Reinforcement Learning Framework
Presenter: Xindi Tang
Authors: Xindi Tang (Tsinghua University)*; Meng Li (Tsinghua University); Xi Lin (Tsinghua University); Fang He (Tsinghua University)
Th‑2: Regular Session/Implication of Automated Vehicles — Andres Ladino
Submission: System Level Impacts of V2I-Based Speed Control Strategies: The SCOOP@F Project Deployment Scenarios
Presenter: Andres Ladino
Authors: Andres A. Ladino (Université Gustave Eiffel)*; Pierre-Antoine Laharotte (Université Gustave Eiffel); Nour-Eddin El Faouzi (Université Gustave Eiffel)
Th‑3: Regular Session/Behavior and Demand — Can Li
Submission: Probabilistic Public Transport Demand Estimation with Graph Convolution Neural Network
Presenter: Can Li
Authors: Can Li (UNSW, Sydney)*; Lei Bai (UNSW, Sydney); Wei Liu (University of New South Wales); Lina Yao (UNSW, Sydney); Travis Waller (University of New South Wales)
Th‑4: Regular Session/Transportation Network Modeling — Tingting Xie
Submission: Heterogeneous Information Provision on Traffic Networks with Competitive or Cooperative Information Providers
Presenter: Tingting Xie
Authors: Yang Liu (National University of Singapo)*; Tingting Xie (National University of Singapore)